stem/AI/Neural Networks/CNN/FCN/FlowNet.md
andy d7ab8f329a vault backup: 2023-06-05 17:01:29
Affected files:
Money/Assets/Financial Instruments.md
Money/Assets/Security.md
Money/Markets/Markets.md
Politcs/Now.md
STEM/AI/Neural Networks/CNN/Examples.md
STEM/AI/Neural Networks/CNN/FCN/FCN.md
STEM/AI/Neural Networks/CNN/FCN/FlowNet.md
STEM/AI/Neural Networks/CNN/FCN/Highway Networks.md
STEM/AI/Neural Networks/CNN/FCN/ResNet.md
STEM/AI/Neural Networks/CNN/FCN/Skip Connections.md
STEM/AI/Neural Networks/CNN/FCN/Super-Resolution.md
STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md
STEM/AI/Neural Networks/CNN/GAN/GAN.md
STEM/AI/Neural Networks/CNN/GAN/StackGAN.md
STEM/AI/Neural Networks/CNN/Inception Layer.md
STEM/AI/Neural Networks/CNN/Interpretation.md
STEM/AI/Neural Networks/CNN/Max Pooling.md
STEM/AI/Neural Networks/CNN/Normalisation.md
STEM/AI/Neural Networks/CNN/UpConv.md
STEM/AI/Neural Networks/CV/Layer Structure.md
STEM/AI/Neural Networks/MLP/MLP.md
STEM/AI/Neural Networks/Neural Networks.md
STEM/AI/Neural Networks/RNN/LSTM.md
STEM/AI/Neural Networks/RNN/RNN.md
STEM/AI/Neural Networks/RNN/VQA.md
STEM/AI/Neural Networks/SLP/Least Mean Square.md
STEM/AI/Neural Networks/SLP/Perceptron Convergence.md
STEM/AI/Neural Networks/SLP/SLP.md
STEM/AI/Neural Networks/Transformers/LLM.md
STEM/AI/Neural Networks/Transformers/Transformers.md
STEM/AI/Properties.md
STEM/CS/Language Binding.md
STEM/Light.md
STEM/Maths/Tensor.md
STEM/Quantum/Orbitals.md
STEM/Quantum/Schrödinger.md
STEM/Quantum/Standard Model.md
STEM/Quantum/Wave Function.md
Tattoo/Music.md
Tattoo/Plans.md
Tattoo/Sources.md
2023-06-05 17:01:29 +01:00

26 lines
675 B
Markdown

Optical Flow
- 2-Channel optical flow
- $dx,dy$
- Two consecutive frames
- 6-channel [tensor](../../../../Maths/Tensor.md)
![flownet](../../../../img/flownet.png)
# [Skip Connections](Skip%20Connections.md)
- Further through the network information is condensed
- Less high frequency information
- Link encoder layers to [UpConv](../UpConv.md) layers
- Append activation maps from encoder to decoder
# Encode
![flownet-encode](../../../../img/flownet-encode.png)
# [UpConv](../UpConv.md)
![flownet-upconv](../../../../img/flownet-upconv.png)
# Training
- Synthetic rendered objects
- Real background images
![flownet-training](../../../../img/flownet-training.png)